{"agent": "A", "model": "anthropic/claude-sonnet-5-5", "trace_json": "{\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"event_count\":11,\"events\":[{\"type\":\"agent.input\",\"dt\":0,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"input\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\"}},{\"payload\":{\"prompt_tokens\":7749,\"completion_tokens\":53,\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"model\":\"anthropic/claude-sonnet-5-5\",\"input\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\",\"output\":\"\",\"duration_ms\":1065.945},\"type\":\"model.invoke\",\"dt\":1065.945},{\"payload\":{\"arguments\":{\"objectType\":\"deals\"},\"result\":{\"results\":[{\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"label\":\"Sales Pipeline\",\"displayOrder\":0,\"id\":\"default\",\"stages\":[{\"label\":\"Appointment Scheduled\",\"displayOrder\":0,\"metadata\":{\"isClosed\":\"false\",\"probability\":\"0.2\"},\"id\":\"appointmentscheduled\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\"},{\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Qualified To Buy\",\"displayOrder\":1,\"metadata\":{\"isClosed\":\"false\",\"probability\":\"0.4\"},\"id\":\"qualifiedtobuy\"},{\"label\":\"Presentation Scheduled\",\"displayOrder\":2,\"metadata\":{\"isClosed\":\"false\",\"probability\":\"0.6\"},\"id\":\"presentationscheduled\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\"},{\"displayOrder\":3,\"metadata\":{\"isClosed\":\"false\",\"probability\":\"0.8\"},\"id\":\"decisionmakerboughtin\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Decision Maker Bought-In\"},{\"displayOrder\":4,\"metadata\":{\"isClosed\":\"false\",\"probability\":\"0.9\"},\"id\":\"contractsent\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Contract Sent\"},{\"label\":\"Closed Won\",\"displayOrder\":5,\"metadata\":{\"isClosed\":\"true\",\"probability\":\"1.0\"},\"id\":\"closedwon\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\"},{\"metadata\":{\"isClosed\":\"true\",\"probability\":\"0.0\"},\"id\":\"closedlost\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Closed Lost\",\"displayOrder\":6}],\"createdAt\":\"1970-01-01T00:00:00Z\"}]},\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"duration_ms\":846.439,\"tool_name\":\"list_pipelines\"},\"type\":\"tool.call\",\"dt\":846.439},{\"type\":\"model.invoke\",\"dt\":1123.19,\"payload\":{\"output\":\"\",\"duration_ms\":1123.19,\"prompt_tokens\":8859,\"completion_tokens\":134,\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"model\":\"anthropic/claude-sonnet-5-5\",\"input\":\"{\\\"results\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":0,\\\"id\\\":\\\"default\\\",\\\"label\\\":\\\"Sales Pipeline\\\",\\\"stages\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":0,\\\"id\\\":\\\"appointmentscheduled\\\",\\\"label\\\":\\\"Appointment Scheduled\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.2\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":1,\\\"id\\\":\\\"qualifiedtobuy\\\",\\\"label\\\":\\\"Qualified To Buy\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.4\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":2,\\\"id\\\":\\\"presentationscheduled\\\",\\\"label\\\":\\\"Presentation Scheduled\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.6\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":3,\\\"id\\\":\\\"decisionmakerboughtin\\\",\\\"label\\\":\\\"Decision Maker Bought-In\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.8\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":4,\\\"id\\\":\\\"contractsent\\\",\\\"label\\\":\\\"Contract Sent\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.9\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":5,\\\"id\\\":\\\"closedwon\\\",\\\"label\\\":\\\"Closed Won\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"true\\\",\\\"probability\\\":\\\"1.0\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":6,\\\"id\\\":\\\"closedlost\\\",\\\"label\\\":\\\"Closed Lost\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"true\\\",\\\"probability\\\":\\\"0.0\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"}],\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\"}]}\"}},{\"type\":\"tool.call\",\"dt\":768.821,\"payload\":{\"arguments\":{\"objectType\":\"deals\",\"request\":{\"filterGroups\":[{\"filters\":[{\"operator\":\"NOT_IN\",\"propertyName\":\"dealstage\",\"values\":[\"closedwon\",\"closedlost\"]}]}],\"limit\":1}},\"result\":{\"total\":8,\"results\":[{\"id\":\"999000000026\",\"properties\":{\"createdate\":\"2025-01-01T09:00:23.000Z\",\"dealname\":\"Meridian Works industrial sensors rollout\",\"dealstage\":\"appointmentscheduled\",\"hs_lastmodifieddate\":\"2025-01-01T09:00:23.000Z\",\"hs_object_id\":\"999000000026\",\"pipeline\":\"default\",\"amount\":\"17800\",\"closedate\":\"2025-10-01T12:00:00.000Z\"},\"createdAt\":\"2025-01-01T09:00:23.000Z\",\"updatedAt\":\"2025-01-01T09:00:23.000Z\",\"archived\":false}],\"paging\":{\"next\":{\"after\":\"1\"}}},\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"duration_ms\":768.821,\"tool_name\":\"search_objects\"}},{\"type\":\"model.invoke\",\"dt\":1461.831,\"payload\":{\"completion_tokens\":179,\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"model\":\"anthropic/claude-sonnet-5-5\",\"input\":\"{\\\"paging\\\":{\\\"next\\\":{\\\"after\\\":\\\"1\\\"}},\\\"results\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"id\\\":\\\"999000000026\\\",\\\"properties\\\":{\\\"amount\\\":\\\"17800\\\",\\\"closedate\\\":\\\"2025-10-01T12:00:00.000Z\\\",\\\"createdate\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"dealname\\\":\\\"Meridian Works industrial sensors rollout\\\",\\\"dealstage\\\":\\\"appointmentscheduled\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"hs_object_id\\\":\\\"999000000026\\\",\\\"pipeline\\\":\\\"default\\\"},\\\"updatedAt\\\":\\\"2025-01-01T09:00:23.000Z\\\"}],\\\"total\\\":8}\",\"output\":\"\",\"duration_ms\":1461.831,\"prompt_tokens\":9240}},{\"type\":\"tool.call\",\"dt\":848.548,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"duration_ms\":848.548,\"tool_name\":\"search_objects\",\"arguments\":{\"objectType\":\"deals\",\"request\":{\"filterGroups\":[{\"filters\":[{\"operator\":\"HAS_PROPERTY\",\"propertyName\":\"dealname\"}]}],\"limit\":100,\"properties\":[\"dealstage\"]}},\"result\":{\"total\":10,\"results\":[{\"archived\":false,\"id\":\"999000000026\",\"properties\":{\"createdate\":\"2025-01-01T09:00:23.000Z\",\"dealstage\":\"appointmentscheduled\",\"hs_lastmodifieddate\":\"2025-01-01T09:00:23.000Z\",\"hs_object_id\":\"999000000026\"},\"createdAt\":\"2025-01-01T09:00:23.000Z\",\"updatedAt\":\"2025-01-01T09:00:23.000Z\"},{\"archived\":false,\"id\":\"999000000029\",\"properties\":{\"dealstage\":\"qualifiedtobuy\",\"hs_lastmodifieddate\":\"2025-01-27T09:00:25.000Z\",\"hs_object_id\":\"999000000029\",\"createdate\":\"2025-01-27T09:00:25.000Z\"},\"createdAt\":\"2025-01-27T09:00:25.000Z\",\"updatedAt\":\"2025-01-27T09:00:25.000Z\"},{\"archived\":false,\"id\":\"999000000033\",\"properties\":{\"createdate\":\"2025-02-24T09:00:28.000Z\",\"dealstage\":\"presentationscheduled\",\"hs_lastmodifieddate\":\"2025-02-24T09:00:28.000Z\",\"hs_object_id\":\"999000000033\"},\"createdAt\":\"2025-02-24T09:00:28.000Z\",\"updatedAt\":\"2025-02-24T09:00:28.000Z\"},{\"id\":\"999000000035\",\"properties\":{\"createdate\":\"2025-03-21T09:00:32.000Z\",\"dealstage\":\"decisionmakerboughtin\",\"hs_lastmodifieddate\":\"2025-03-21T09:00:32.000Z\",\"hs_object_id\":\"999000000035\"},\"createdAt\":\"2025-03-21T09:00:32.000Z\",\"updatedAt\":\"2025-03-21T09:00:32.000Z\",\"archived\":false},{\"updatedAt\":\"2025-04-17T09:00:34.000Z\",\"archived\":false,\"id\":\"999000000038\",\"properties\":{\"dealstage\":\"contractsent\",\"hs_lastmodifieddate\":\"2025-04-17T09:00:34.000Z\",\"hs_object_id\":\"999000000038\",\"createdate\":\"2025-04-17T09:00:34.000Z\"},\"createdAt\":\"2025-04-17T09:00:34.000Z\"},{\"id\":\"999000000042\",\"properties\":{\"hs_object_id\":\"999000000042\",\"createdate\":\"2025-05-13T09:00:37.000Z\",\"dealstage\":\"closedwon\",\"hs_lastmodifieddate\":\"2025-07-01T12:00:00.000Z\"},\"createdAt\":\"2025-05-13T09:00:37.000Z\",\"updatedAt\":\"2025-07-01T12:00:00.000Z\",\"archived\":false},{\"id\":\"999000000044\",\"properties\":{\"createdate\":\"2025-06-09T09:00:41.000Z\",\"dealstage\":\"closedlost\",\"hs_lastmodifieddate\":\"2025-06-23T12:00:00.000Z\",\"hs_object_id\":\"999000000044\"},\"createdAt\":\"2025-06-09T09:00:41.000Z\",\"updatedAt\":\"2025-06-23T12:00:00.000Z\",\"archived\":false},{\"id\":\"999000000047\",\"properties\":{\"createdate\":\"2025-07-07T09:00:43.000Z\",\"dealstage\":\"appointmentscheduled\",\"hs_lastmodifieddate\":\"2025-07-07T09:00:43.000Z\",\"hs_object_id\":\"999000000047\"},\"createdAt\":\"2025-07-07T09:00:43.000Z\",\"updatedAt\":\"2025-07-07T09:00:43.000Z\",\"archived\":false},{\"updatedAt\":\"2025-08-01T09:00:46.000Z\",\"archived\":false,\"id\":\"999000000051\",\"properties\":{\"createdate\":\"2025-08-01T09:00:46.000Z\",\"dealstage\":\"qualifiedtobuy\",\"hs_lastmodifieddate\":\"2025-08-01T09:00:46.000Z\",\"hs_object_id\":\"999000000051\"},\"createdAt\":\"2025-08-01T09:00:46.000Z\"},{\"id\":\"999000000053\",\"properties\":{\"dealstage\":\"presentationscheduled\",\"hs_lastmodifieddate\":\"2025-08-27T09:00:50.000Z\",\"hs_object_id\":\"999000000053\",\"createdate\":\"2025-08-27T09:00:50.000Z\"},\"createdAt\":\"2025-08-27T09:00:50.000Z\",\"updatedAt\":\"2025-08-27T09:00:50.000Z\",\"archived\":false}]}}},{\"type\":\"model.invoke\",\"dt\":1452.065,\"payload\":{\"completion_tokens\":127,\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"model\":\"anthropic/claude-sonnet-5-5\",\"input\":\"{\\\"results\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"id\\\":\\\"999000000026\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"dealstage\\\":\\\"appointmentscheduled\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"hs_object_id\\\":\\\"999000000026\\\"},\\\"updatedAt\\\":\\\"2025-01-01T09:00:23.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-01-27T09:00:25.000Z\\\",\\\"id\\\":\\\"999000000029\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-01-27T09:00:25.000Z\\\",\\\"dealstage\\\":\\\"qualifiedtobuy\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-01-27T09:00:25.000Z\\\",\\\"hs_object_id\\\":\\\"999000000029\\\"},\\\"updatedAt\\\":\\\"2025-01-27T09:00:25.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-02-24T09:00:28.000Z\\\",\\\"id\\\":\\\"999000000033\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-02-24T09:00:28.000Z\\\",\\\"dealstage\\\":\\\"presentationscheduled\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-02-24T09:00:28.000Z\\\",\\\"hs_object_id\\\":\\\"999000000033\\\"},\\\"updatedAt\\\":\\\"2025-02-24T09:00:28.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-03-21T09:00:32.000Z\\\",\\\"id\\\":\\\"999000000035\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-03-21T09:00:32.000Z\\\",\\\"dealstage\\\":\\\"decisionmakerboughtin\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-03-21T09:00:32.000Z\\\",\\\"hs_object_id\\\":\\\"999000000035\\\"},\\\"updatedAt\\\":\\\"2025-03-21T09:00:32.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-04-17T09:00:34.000Z\\\",\\\"id\\\":\\\"999000000038\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-04-17T09:00:34.000Z\\\",\\\"dealstage\\\":\\\"contractsent\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-04-17T09:00:34.000Z\\\",\\\"hs_object_id\\\":\\\"999000000038\\\"},\\\"updatedAt\\\":\\\"2025-04-17T09:00:34.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-05-13T09:00:37.000Z\\\",\\\"id\\\":\\\"999000000042\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-05-13T09:00:37.000Z\\\",\\\"dealstage\\\":\\\"closedwon\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-07-01T12:00:00.000Z\\\",\\\"hs_object_id\\\":\\\"999000000042\\\"},\\\"updatedAt\\\":\\\"2025-07-01T12:00:00.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-06-09T09:00:41.000Z\\\",\\\"id\\\":\\\"999000000044\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-06-09T09:00:41.000Z\\\",\\\"dealstage\\\":\\\"closedlost\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-06-23T12:00:00.000Z\\\",\\\"hs_object_id\\\":\\\"999000000044\\\"},\\\"updatedAt\\\":\\\"2025-06-23T12:00:00.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-07-07T09:00:43.000Z\\\",\\\"id\\\":\\\"999000000047\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-07-07T09:00:43.000Z\\\",\\\"dealstage\\\":\\\"appointmentscheduled\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-07-07T09:00:43.000Z\\\",\\\"hs_object_id\\\":\\\"999000000047\\\"},\\\"updatedAt\\\":\\\"2025-07-07T09:00:43.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-08-01T09:00:46.000Z\\\",\\\"id\\\":\\\"999000000051\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-08-01T09:00:46.000Z\\\",\\\"dealstage\\\":\\\"qualifiedtobuy\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-08-01T09:00:46.000Z\\\",\\\"hs_object_id\\\":\\\"999000000051\\\"},\\\"updatedAt\\\":\\\"2025-08-01T09:00:46.000Z\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-08-27T09:00:50.000Z\\\",\\\"id\\\":\\\"999000000053\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-08-27T09:00:50.000Z\\\",\\\"dealstage\\\":\\\"presentationscheduled\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-08-27T09:00:50.000Z\\\",\\\"hs_object_id\\\":\\\"999000000053\\\"},\\\"updatedAt\\\":\\\"2025-08-27T09:00:50.000Z\\\"}],\\\"total\\\":10}\",\"output\":\"There are 8 open deals out of 10 in total. The portal has one deal pipeline, the Sales Pipeline, and its only closed stages are Closed Won and Closed Lost. I searched for deals in any other stage and got 8. I then listed all 10 deals to check. Of those, one is Closed Won and one is Closed Lost, which leaves 8.\\n\\nANSWER: 8\",\"duration_ms\":1452.065,\"prompt_tokens\":10894}},{\"type\":\"agent.output\",\"dt\":0,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"output\":\"There are 8 open deals out of 10 in total. The portal has one deal pipeline, the Sales Pipeline, and its only closed stages are Closed Won and Closed Lost. I searched for deals in any other stage and got 8. I then listed all 10 deals to check. Of those, one is Closed Won and one is Closed Lost, which leaves 8.\\n\\nANSWER: 8\"}},{\"payload\":{\"total_cost_usd\":0.078414,\"agent_name\":\"anthropic/claude-sonnet-5-5\"},\"type\":\"cost.record\",\"dt\":0},{\"type\":\"grade.record\",\"dt\":0,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5-5\",\"verdict\":\"pass\"}}],\"framework\":\"environment\",\"grading\":{\"environment\":\"hubspot-b2b-pipeline\",\"verdict\":\"pass\",\"grader\":\"answer\",\"expected\":\"8\",\"evidence\":{\"graded_text\":\"8\",\"answer_key_note\":\"graded against the answer recorded when this task was written, NOT the live ledger, because portal/deals/open_count names the object portal, which this environment holds no records of; it holds nothing\",\"kind\":\"answer\",\"match\":\"numeric\",\"answer_from\":\"portal/deals/open_count\",\"answer_key\":\"recorded\",\"expected\":\"8\",\"answer\":\"There are 8 open deals out of 10 in total. The portal has one deal pipeline, the Sales Pipeline, and its only closed stages are Closed Won and Closed Lost. I searched for deals in any other stage and got 8. I then listed all 10 deals to check. Of those, one is Closed Won and one is Closed Lost, which leaves 8.\\n\\nANSWER: 8\",\"graded_span\":\"answer_line\"},\"task_version\":1,\"evidence_text\":\"looked for \\\"8\\\" in the agent's final-answer line\",\"agent_claimed\":\"There are 8 open deals out of 10 in total. The portal has one deal pipeline, the Sales Pipeline, and its only closed stages are Closed Won and Closed Lost. I searched for deals in any other stage and got 8. I then listed all 10 deals to check. Of those, one is Closed Won and one is Closed Lost, which leaves 8.\\n\\nANSWER: 8\",\"task\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\"},\"metadata\":{\"set_name\":\"open_deal_count\",\"model\":\"anthropic/claude-sonnet-5-5\",\"stop_reason\":\"finished\",\"provider\":\"simulated\",\"run_id\":\"6acee5b61bf2d58efc7566e4\",\"attempt_id\":\"6acee7204ac7e762469eab79\",\"environment_name\":\"hubspot-b2b-pipeline\",\"environment_version\":2,\"task_id\":\"6ab3e8b63bb8744ee5bd60ab\",\"task_name\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\",\"task_version\":1,\"environment_id\":\"6ab3e8b5142fb38e8b6b71de\"},\"status\":\"completed\",\"trace_id\":\"6acee7274ac7e762469eab87\"}", "sha256": "0627793b1ffb561b8ec0059b8d2f85aadbed267ccf7e2af824b8ce7424a50095"} {"agent": "B", "model": "anthropic/claude-sonnet-5", "trace_json": "{\"agent_name\":\"anthropic/claude-sonnet-5\",\"event_count\":15,\"events\":[{\"type\":\"agent.input\",\"dt\":0,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"input\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\"}},{\"dt\":2122.576,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"model\":\"anthropic/claude-sonnet-5\",\"input\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\",\"output\":\"\",\"duration_ms\":2122.576,\"prompt_tokens\":7815,\"completion_tokens\":143},\"type\":\"model.invoke\"},{\"type\":\"tool.call\",\"dt\":762.553,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"duration_ms\":762.553,\"tool_name\":\"search_objects\",\"arguments\":{\"objectType\":\"companies\",\"request\":{\"query\":\"Northwind Systems\",\"limit\":10}},\"result\":{\"total\":0,\"results\":[]}}},{\"type\":\"model.invoke\",\"dt\":2340.482,\"payload\":{\"duration_ms\":2340.482,\"prompt_tokens\":7923,\"completion_tokens\":172,\"agent_name\":\"anthropic/claude-sonnet-5\",\"model\":\"anthropic/claude-sonnet-5\",\"input\":\"{\\\"results\\\":[],\\\"total\\\":0}\",\"output\":\"\"}},{\"type\":\"tool.call\",\"dt\":765.322,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"duration_ms\":765.322,\"tool_name\":\"list_pipelines\",\"arguments\":{\"objectType\":\"deals\"},\"result\":{\"results\":[{\"stages\":[{\"id\":\"appointmentscheduled\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Appointment Scheduled\",\"displayOrder\":0,\"metadata\":{\"isClosed\":\"false\",\"probability\":\"0.2\"}},{\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Qualified To Buy\",\"displayOrder\":1,\"metadata\":{\"probability\":\"0.4\",\"isClosed\":\"false\"},\"id\":\"qualifiedtobuy\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\"},{\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Presentation Scheduled\",\"displayOrder\":2,\"metadata\":{\"probability\":\"0.6\",\"isClosed\":\"false\"},\"id\":\"presentationscheduled\"},{\"metadata\":{\"isClosed\":\"false\",\"probability\":\"0.8\"},\"id\":\"decisionmakerboughtin\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Decision Maker Bought-In\",\"displayOrder\":3},{\"metadata\":{\"probability\":\"0.9\",\"isClosed\":\"false\"},\"id\":\"contractsent\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Contract Sent\",\"displayOrder\":4},{\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Closed Won\",\"displayOrder\":5,\"metadata\":{\"isClosed\":\"true\",\"probability\":\"1.0\"},\"id\":\"closedwon\",\"createdAt\":\"1970-01-01T00:00:00Z\"},{\"id\":\"closedlost\",\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"writePermissions\":\"CRM_PERMISSIONS_ENFORCEMENT\",\"label\":\"Closed Lost\",\"displayOrder\":6,\"metadata\":{\"isClosed\":\"true\",\"probability\":\"0.0\"}}],\"createdAt\":\"1970-01-01T00:00:00Z\",\"updatedAt\":\"1970-01-01T00:00:00Z\",\"archived\":false,\"label\":\"Sales Pipeline\",\"displayOrder\":0,\"id\":\"default\"}]}}},{\"type\":\"model.invoke\",\"dt\":2461.956,\"payload\":{\"model\":\"anthropic/claude-sonnet-5\",\"input\":\"{\\\"results\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":0,\\\"id\\\":\\\"default\\\",\\\"label\\\":\\\"Sales Pipeline\\\",\\\"stages\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":0,\\\"id\\\":\\\"appointmentscheduled\\\",\\\"label\\\":\\\"Appointment Scheduled\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.2\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":1,\\\"id\\\":\\\"qualifiedtobuy\\\",\\\"label\\\":\\\"Qualified To Buy\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.4\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":2,\\\"id\\\":\\\"presentationscheduled\\\",\\\"label\\\":\\\"Presentation Scheduled\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.6\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":3,\\\"id\\\":\\\"decisionmakerboughtin\\\",\\\"label\\\":\\\"Decision Maker Bought-In\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.8\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":4,\\\"id\\\":\\\"contractsent\\\",\\\"label\\\":\\\"Contract Sent\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"false\\\",\\\"probability\\\":\\\"0.9\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":5,\\\"id\\\":\\\"closedwon\\\",\\\"label\\\":\\\"Closed Won\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"true\\\",\\\"probability\\\":\\\"1.0\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"displayOrder\\\":6,\\\"id\\\":\\\"closedlost\\\",\\\"label\\\":\\\"Closed Lost\\\",\\\"metadata\\\":{\\\"isClosed\\\":\\\"true\\\",\\\"probability\\\":\\\"0.0\\\"},\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\",\\\"writePermissions\\\":\\\"CRM_PERMISSIONS_ENFORCEMENT\\\"}],\\\"updatedAt\\\":\\\"1970-01-01T00:00:00Z\\\"}]}\",\"output\":\"\",\"duration_ms\":2461.956,\"prompt_tokens\":9033,\"completion_tokens\":221,\"agent_name\":\"anthropic/claude-sonnet-5\"}},{\"type\":\"tool.call\",\"dt\":786.832,\"payload\":{\"tool_name\":\"search_objects\",\"arguments\":{\"objectType\":\"companies\",\"request\":{\"filterGroups\":[{\"filters\":[{\"operator\":\"CONTAINS_TOKEN\",\"propertyName\":\"name\",\"value\":\"Northwind\"}]}],\"properties\":[\"name\",\"domain\"]}},\"result\":{\"total\":0,\"results\":[]},\"agent_name\":\"anthropic/claude-sonnet-5\",\"duration_ms\":786.832}},{\"payload\":{\"duration_ms\":1289.56,\"prompt_tokens\":9190,\"completion_tokens\":84,\"agent_name\":\"anthropic/claude-sonnet-5\",\"model\":\"anthropic/claude-sonnet-5\",\"input\":\"{\\\"results\\\":[],\\\"total\\\":0}\",\"output\":\"\"},\"type\":\"model.invoke\",\"dt\":1289.56},{\"type\":\"tool.call\",\"dt\":778.229,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"duration_ms\":778.229,\"tool_name\":\"list_owners\",\"result\":{\"results\":[{\"teams\":[],\"id\":\"999000000001\",\"email\":\"rafael.ptak@northwind-systems.example\",\"type\":\"PERSON\",\"firstName\":\"Rafael\",\"createdAt\":\"2025-01-01T08:00:00.000Z\",\"updatedAt\":\"2025-01-01T08:00:00.000Z\",\"lastName\":\"Ptak\",\"userId\":1,\"userIdIncludingInactive\":1,\"archived\":false},{\"type\":\"PERSON\",\"firstName\":\"Sunil\",\"userId\":2,\"createdAt\":\"2025-01-01T08:00:00.000Z\",\"updatedAt\":\"2025-01-01T08:00:00.000Z\",\"teams\":[],\"id\":\"999000000002\",\"email\":\"sunil.mbeki@northwind-systems.example\",\"lastName\":\"Mbeki\",\"userIdIncludingInactive\":2,\"archived\":false}]}}},{\"type\":\"model.invoke\",\"dt\":2826.489,\"payload\":{\"model\":\"anthropic/claude-sonnet-5\",\"input\":\"{\\\"results\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-01-01T08:00:00.000Z\\\",\\\"email\\\":\\\"rafael.ptak@northwind-systems.example\\\",\\\"firstName\\\":\\\"Rafael\\\",\\\"id\\\":\\\"999000000001\\\",\\\"lastName\\\":\\\"Ptak\\\",\\\"teams\\\":[],\\\"type\\\":\\\"PERSON\\\",\\\"updatedAt\\\":\\\"2025-01-01T08:00:00.000Z\\\",\\\"userId\\\":1,\\\"userIdIncludingInactive\\\":1},{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-01-01T08:00:00.000Z\\\",\\\"email\\\":\\\"sunil.mbeki@northwind-systems.example\\\",\\\"firstName\\\":\\\"Sunil\\\",\\\"id\\\":\\\"999000000002\\\",\\\"lastName\\\":\\\"Mbeki\\\",\\\"teams\\\":[],\\\"type\\\":\\\"PERSON\\\",\\\"updatedAt\\\":\\\"2025-01-01T08:00:00.000Z\\\",\\\"userId\\\":2,\\\"userIdIncludingInactive\\\":2}]}\",\"output\":\"\",\"duration_ms\":2826.489,\"prompt_tokens\":9503,\"completion_tokens\":262,\"agent_name\":\"anthropic/claude-sonnet-5\"}},{\"type\":\"tool.call\",\"dt\":764.002,\"payload\":{\"result\":{\"results\":[{\"properties\":{\"createdate\":\"2025-01-01T09:00:23.000Z\",\"dealname\":\"Meridian Works industrial sensors rollout\",\"dealstage\":\"appointmentscheduled\",\"hs_lastmodifieddate\":\"2025-01-01T09:00:23.000Z\",\"hs_object_id\":\"999000000026\"},\"createdAt\":\"2025-01-01T09:00:23.000Z\",\"updatedAt\":\"2025-01-01T09:00:23.000Z\",\"archived\":false,\"id\":\"999000000026\"}],\"paging\":{\"next\":{\"after\":\"1\"}},\"total\":8},\"agent_name\":\"anthropic/claude-sonnet-5\",\"duration_ms\":764.002,\"tool_name\":\"search_objects\",\"arguments\":{\"objectType\":\"deals\",\"request\":{\"filterGroups\":[{\"filters\":[{\"values\":[\"closedwon\",\"closedlost\"],\"operator\":\"NOT_IN\",\"propertyName\":\"dealstage\"}]}],\"limit\":1,\"properties\":[\"dealname\",\"dealstage\"]}}}},{\"type\":\"model.invoke\",\"dt\":2510.349,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"model\":\"anthropic/claude-sonnet-5\",\"input\":\"{\\\"paging\\\":{\\\"next\\\":{\\\"after\\\":\\\"1\\\"}},\\\"results\\\":[{\\\"archived\\\":false,\\\"createdAt\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"id\\\":\\\"999000000026\\\",\\\"properties\\\":{\\\"createdate\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"dealname\\\":\\\"Meridian Works industrial sensors rollout\\\",\\\"dealstage\\\":\\\"appointmentscheduled\\\",\\\"hs_lastmodifieddate\\\":\\\"2025-01-01T09:00:23.000Z\\\",\\\"hs_object_id\\\":\\\"999000000026\\\"},\\\"updatedAt\\\":\\\"2025-01-01T09:00:23.000Z\\\"}],\\\"total\\\":8}\",\"output\":\"Based on the deal pipeline stages (Closed Won and Closed Lost are the only closed stages), searching all deals in the portal that are NOT in those stages returns a total of 8 open deals.\\n\\nANSWER: 8\",\"duration_ms\":2510.349,\"prompt_tokens\":9865,\"completion_tokens\":196}},{\"type\":\"agent.output\",\"dt\":0,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"output\":\"Based on the deal pipeline stages (Closed Won and Closed Lost are the only closed stages), searching all deals in the portal that are NOT in those stages returns a total of 8 open deals.\\n\\nANSWER: 8\"}},{\"type\":\"cost.record\",\"dt\":0,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"total_cost_usd\":0.117438}},{\"type\":\"grade.record\",\"dt\":0,\"payload\":{\"agent_name\":\"anthropic/claude-sonnet-5\",\"verdict\":\"pass\"}}],\"framework\":\"environment\",\"grading\":{\"verdict\":\"pass\",\"grader\":\"answer\",\"expected\":\"8\",\"evidence\":{\"answer_key\":\"recorded\",\"answer_key_note\":\"graded against the answer recorded when this task was written, NOT the live ledger, because portal/deals/open_count names the object portal, which this environment holds no records of; it holds nothing\",\"match\":\"numeric\",\"graded_span\":\"answer_line\",\"graded_text\":\"8\",\"kind\":\"answer\",\"expected\":\"8\",\"answer\":\"Based on the deal pipeline stages (Closed Won and Closed Lost are the only closed stages), searching all deals in the portal that are NOT in those stages returns a total of 8 open deals.\\n\\nANSWER: 8\",\"answer_from\":\"portal/deals/open_count\"},\"task_version\":1,\"environment\":\"hubspot-b2b-pipeline\",\"evidence_text\":\"looked for \\\"8\\\" in the agent's final-answer line\",\"agent_claimed\":\"Based on the deal pipeline stages (Closed Won and Closed Lost are the only closed stages), searching all deals in the portal that are NOT in those stages returns a total of 8 open deals.\\n\\nANSWER: 8\",\"task\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\"},\"metadata\":{\"attempt_id\":\"6acee0b54ac7e762469ea797\",\"environment_version\":2,\"task_id\":\"6ab3e8b63bb8744ee5bd60ab\",\"task_version\":1,\"set_name\":\"open_deal_count\",\"stop_reason\":\"finished\",\"provider\":\"simulated\",\"run_id\":\"6acedf574ac7e762469ea6e7\",\"environment_id\":\"6ab3e8b5142fb38e8b6b71de\",\"environment_name\":\"hubspot-b2b-pipeline\",\"task_name\":\"How many deals in Northwind Systems's portal are open (not in a closed stage)?\",\"model\":\"anthropic/claude-sonnet-5\"},\"status\":\"completed\",\"trace_id\":\"6acee0c74ac7e762469ea79b\"}", "sha256": "12f68b31cc49d065657f1ea1aba4a73c0a8e4008a7222e8ed511400fdca64c56"}